# Nirv (@nirvdoesfitness) on tiktok

- id: koinon:creator:tiktok_nirvdoesfitness
- url: https://koinonlink.com/kol/tiktok/nirvdoesfitness
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: nirvdoesfitness
- platform_url: https://www.tiktok.com/@nirvdoesfitness
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 55714
- following: 36
- posts_observed: 2
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: lifestyle
- subcategory: fitness
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Ironman training, Triathlon swim bike run tips, Cycling and running technique, Training gear and equipment, Hybrid training splits, Endurance nutrition and motivation

## Audience (inferred)
- status: present
- description: Ironman and triathlon enthusiasts, mainly amateur endurance athletes training for races
- roles: consumer
- seniority: consumer
- pain_points: Lack of motivation to train on days when they don't feel like it, Choosing and fitting the right gear like wetsuits, trisuits, paddles and watches, Balancing easy vs hard training sessions without making everything moderate, Nutrition and carb intake strategies during long rides and runs
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_nirvdoesfitness#79d5c8e5] Spend as much time on the saddle!! #ironmantraining #cyclingtips #ironmanbike (https://www.tiktok.com/@nirvdoesfitness)
- [tiktok_nirvdoesfitness#51687080] Memories
- [tiktok_nirvdoesfitness#072f01f7] It is a becoming a big trend on TikTok now! Click here: ironmantraining
- [tiktok_nirvdoesfitness#7db3996f] Check out Nirv’s video! #TikTok >
- [tiktok_nirvdoesfitness#6b7e645e] Search:
- [tiktok_nirvdoesfitness#98e35cc8] what is carb cycling
- [tiktok_nirvdoesfitness#29446ef8] This video was for myself.
- [tiktok_nirvdoesfitness#5ca9d863] Iron Stomp

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=43, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=0, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=43, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_nirvdoesfitness
- Request removal: https://koinonlink.com/claim?k=tiktok_nirvdoesfitness
- Terms: https://koinonlink.com/for-ai